Hill_Valley_with

Dataset statistics

Number of variables	20
Number of observations	1212
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	189.5 KiB
Average record size in memory	160.1 B

Variable types

NUM	19
BOOL	1

Reproduction

Analysis started	2020-08-25 01:00:48.582839
Analysis finished	2020-08-25 01:01:42.960485
Duration	54.38 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

`X54` is highly correlated with `X84` and 17 other fields	High correlation
`X84` is highly correlated with `X54` and 17 other fields	High correlation
`X71` is highly correlated with `X84` and 17 other fields	High correlation
`X46` is highly correlated with `X84` and 17 other fields	High correlation
`X45` is highly correlated with `X84` and 17 other fields	High correlation
`X40` is highly correlated with `X84` and 17 other fields	High correlation
`X23` is highly correlated with `X84` and 17 other fields	High correlation
`X81` is highly correlated with `X84` and 17 other fields	High correlation
`X11` is highly correlated with `X84` and 17 other fields	High correlation
`X1` is highly correlated with `X84` and 17 other fields	High correlation
`X19` is highly correlated with `X84` and 17 other fields	High correlation
`X31` is highly correlated with `X84` and 17 other fields	High correlation
`X74` is highly correlated with `X84` and 17 other fields	High correlation
`X34` is highly correlated with `X84` and 17 other fields	High correlation
`X91` is highly correlated with `X84` and 17 other fields	High correlation
`X5` is highly correlated with `X84` and 17 other fields	High correlation
`X77` is highly correlated with `X84` and 17 other fields	High correlation
`X78` is highly correlated with `X84` and 17 other fields	High correlation
`X13` is highly correlated with `X84` and 17 other fields	High correlation

X84
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1165
Unique (%)	96.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8089.071014851485
Minimum	0.85
Maximum	108777.51
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.85
5-th percentile	1.8455
Q1	18.5075
median	302.05
Q3	5502.335
95-th percentile	51115.7935
Maximum	108777.51
Range	108776.66
Interquartile range (IQR)	5483.8275

Descriptive statistics

Standard deviation	17668.98386
Coefficient of variation (CV)	2.18430322
Kurtosis	8.989386569
Mean	8089.071015
Median Absolute Deviation (MAD)	300.02
Skewness	2.942563927
Sum	9803954.07
Variance	312192990.8

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.17	4	0.3%
1.5	4	0.3%
7.98	4	0.3%
1.41	3	0.2%
3.16	2	0.2%
13.6	2	0.2%
2.82	2	0.2%
2.34	2	0.2%
1.34	2	0.2%
2.48	2	0.2%
1.72	2	0.2%
1.66	2	0.2%
4.8	2	0.2%
52.14	2	0.2%
5.64	2	0.2%
1.15	2	0.2%
2.21	2	0.2%
1.14	2	0.2%
1.99	2	0.2%
2.64	2	0.2%
4.3	2	0.2%
7.13	2	0.2%
1.7	2	0.2%
6.93	2	0.2%
9.61	2	0.2%
Other values (1140)	1155	95.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.85	1	0.1%
0.86	1	0.1%
0.89	1	0.1%
0.91	1	0.1%
0.93	1	0.1%
0.97	1	0.1%
0.99	1	0.1%
1.01	1	0.1%
1.03	1	0.1%
1.07	1	0.1%

Value	Count	Frequency (%)
108777.51	1	0.1%
105167.09	1	0.1%
105018.87	1	0.1%
104117.45	1	0.1%
99547.47	1	0.1%
95821.1	1	0.1%
95567.01	1	0.1%
87780.64	1	0.1%
86565.53	1	0.1%
86484.82	1	0.1%

X54
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1179
Unique (%)	97.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8260.25038778878
Minimum	0.88
Maximum	112189.42
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.88
5-th percentile	1.8055
Q1	18.6675
median	288.245
Q3	5247.8825
95-th percentile	53970.7295
Maximum	112189.42
Range	112188.54
Interquartile range (IQR)	5229.215

Descriptive statistics

Standard deviation	18231.47789
Coefficient of variation (CV)	2.207133808
Kurtosis	9.304983358
Mean	8260.250388
Median Absolute Deviation (MAD)	286.3
Skewness	2.984538321
Sum	10011423.47
Variance	332386786.1

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.46	3	0.2%
0.99	3	0.2%
1.08	3	0.2%
2.32	3	0.2%
2.01	2	0.2%
1.28	2	0.2%
5.84	2	0.2%
4.43	2	0.2%
3.92	2	0.2%
1.93	2	0.2%
3.48	2	0.2%
1.39	2	0.2%
96.06	2	0.2%
1.91	2	0.2%
57.7	2	0.2%
1.29	2	0.2%
2.86	2	0.2%
2.15	2	0.2%
1.19	2	0.2%
1.72	2	0.2%
2.82	2	0.2%
1.73	2	0.2%
2.62	2	0.2%
3.23	2	0.2%
1.22	2	0.2%
Other values (1154)	1158	95.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.88	1	0.1%
0.9	1	0.1%
0.91	1	0.1%
0.92	1	0.1%
0.93	1	0.1%
0.94	1	0.1%
0.96	1	0.1%
0.97	1	0.1%
0.98	1	0.1%
0.99	3	0.2%

Value	Count	Frequency (%)
112189.42	1	0.1%
111316.42	1	0.1%
108229.54	1	0.1%
108219.65	1	0.1%
106060.5	1	0.1%
103743.64	1	0.1%
100770.73	1	0.1%
95438.61	1	0.1%
94570.75	1	0.1%
92459.03	1	0.1%

X71
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1164
Unique (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8214.853580858085
Minimum	0.84
Maximum	123224.27
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.84
5-th percentile	1.8075
Q1	18.36
median	301.005
Q3	5336.08
95-th percentile	52643.6035
Maximum	123224.27
Range	123223.43
Interquartile range (IQR)	5317.72

Descriptive statistics

Standard deviation	18166.75209
Coefficient of variation (CV)	2.211451721
Kurtosis	9.886406369
Mean	8214.853581
Median Absolute Deviation (MAD)	298.975
Skewness	3.036859777
Sum	9956402.54
Variance	330030881.4

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.65	5	0.4%
2.12	4	0.3%
1.96	3	0.2%
2.03	3	0.2%
1.07	3	0.2%
3.88	3	0.2%
1.32	3	0.2%
1.38	3	0.2%
1.78	3	0.2%
1.28	3	0.2%
2.97	2	0.2%
4.68	2	0.2%
5.44	2	0.2%
2.23	2	0.2%
2.77	2	0.2%
3.17	2	0.2%
1.18	2	0.2%
11.87	2	0.2%
2.64	2	0.2%
1.67	2	0.2%
6.77	2	0.2%
1.54	2	0.2%
1.97	2	0.2%
63.76	2	0.2%
2.27	2	0.2%
Other values (1139)	1149	94.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.84	1	0.1%
0.91	1	0.1%
0.92	1	0.1%
0.95	1	0.1%
1	2	0.2%
1.02	1	0.1%
1.04	2	0.2%
1.05	1	0.1%
1.06	2	0.2%
1.07	3	0.2%

Value	Count	Frequency (%)
123224.27	1	0.1%
111747.72	1	0.1%
111377.43	1	0.1%
109714.38	1	0.1%
107932.3	1	0.1%
104136.75	1	0.1%
99959.93	1	0.1%
98931.23	1	0.1%
97362.85	1	0.1%
87340.35	1	0.1%

X46
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1157
Unique (%)	95.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8125.8930610561065
Minimum	0.9
Maximum	115898.37
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.9
5-th percentile	1.83
Q1	18.665
median	290.555
Q3	5200.7025
95-th percentile	51123.595
Maximum	115898.37
Range	115897.47
Interquartile range (IQR)	5182.0375

Descriptive statistics

Standard deviation	17866.39842
Coefficient of variation (CV)	2.198699674
Kurtosis	9.52901463
Mean	8125.893061
Median Absolute Deviation (MAD)	288.645
Skewness	2.99868572
Sum	9848582.39
Variance	319208192.5

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2.26	4	0.3%
10.83	3	0.2%
2.09	3	0.2%
1.83	3	0.2%
3.44	3	0.2%
1.75	3	0.2%
1.21	2	0.2%
1.14	2	0.2%
4.42	2	0.2%
4.46	2	0.2%
1.19	2	0.2%
0.98	2	0.2%
2.7	2	0.2%
2.01	2	0.2%
2.29	2	0.2%
2.82	2	0.2%
1.22	2	0.2%
1.16	2	0.2%
1.79	2	0.2%
2.02	2	0.2%
0.95	2	0.2%
3.62	2	0.2%
1.84	2	0.2%
1.35	2	0.2%
3.26	2	0.2%
Other values (1132)	1155	95.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.9	1	0.1%
0.95	2	0.2%
0.96	2	0.2%
0.98	2	0.2%
1	1	0.1%
1.03	1	0.1%
1.04	1	0.1%
1.05	1	0.1%
1.09	1	0.1%
1.11	1	0.1%

Value	Count	Frequency (%)
115898.37	1	0.1%
110472.47	1	0.1%
109770.11	1	0.1%
107931.2	1	0.1%
100448.59	1	0.1%
99519.28	1	0.1%
99112.92	1	0.1%
96978.76	1	0.1%
89928.83	1	0.1%
89512.89	1	0.1%

X45
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1167
Unique (%)	96.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8144.133580858086
Minimum	0.88
Maximum	114511.49
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.88
5-th percentile	1.852
Q1	18.7075
median	296.505
Q3	5222.69
95-th percentile	51298.6265
Maximum	114511.49
Range	114510.61
Interquartile range (IQR)	5203.9825

Descriptive statistics

Standard deviation	17910.58202
Coefficient of variation (CV)	2.199200424
Kurtosis	9.527984866
Mean	8144.133581
Median Absolute Deviation (MAD)	294.545
Skewness	3.001481273
Sum	9870689.9
Variance	320788948.3

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.95	4	0.3%
1.07	3	0.2%
2.17	3	0.2%
9	3	0.2%
3.84	3	0.2%
1.41	2	0.2%
1.88	2	0.2%
1.12	2	0.2%
4.06	2	0.2%
4.02	2	0.2%
1.7	2	0.2%
1.19	2	0.2%
373.97	2	0.2%
1.02	2	0.2%
50.17	2	0.2%
1.83	2	0.2%
6.31	2	0.2%
2.77	2	0.2%
1.96	2	0.2%
7.56	2	0.2%
1.46	2	0.2%
2.09	2	0.2%
3.04	2	0.2%
7.61	2	0.2%
6.27	2	0.2%
Other values (1142)	1156	95.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.88	2	0.2%
0.9	1	0.1%
0.93	1	0.1%
0.94	1	0.1%
0.98	1	0.1%
1.02	2	0.2%
1.03	2	0.2%
1.04	1	0.1%
1.06	1	0.1%
1.07	3	0.2%

Value	Count	Frequency (%)
114511.49	1	0.1%
113103.39	1	0.1%
108617.66	1	0.1%
106110.44	1	0.1%
105156.71	1	0.1%
101013.39	1	0.1%
98183.97	1	0.1%
95212.21	1	0.1%
90471.02	1	0.1%
88305.75	1	0.1%

X40
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1168
Unique (%)	96.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8121.182780528054
Minimum	0.66
Maximum	114450.98
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.66
5-th percentile	1.852
Q1	19.0825
median	286.63
Q3	5300.7075
95-th percentile	50960.3335
Maximum	114450.98
Range	114450.32
Interquartile range (IQR)	5281.625

Descriptive statistics

Standard deviation	17823.33861
Coefficient of variation (CV)	2.194672757
Kurtosis	9.215259777
Mean	8121.182781
Median Absolute Deviation (MAD)	284.735
Skewness	2.972235441
Sum	9842873.53
Variance	317671399.1

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	4	0.3%
1.16	4	0.3%
5.06	3	0.2%
3.82	3	0.2%
4.95	2	0.2%
2.33	2	0.2%
2.27	2	0.2%
1.95	2	0.2%
5.72	2	0.2%
2.2	2	0.2%
3.06	2	0.2%
1.17	2	0.2%
1.44	2	0.2%
1.33	2	0.2%
2.44	2	0.2%
2.56	2	0.2%
28.87	2	0.2%
1.97	2	0.2%
6.43	2	0.2%
9.89	2	0.2%
11.27	2	0.2%
1.57	2	0.2%
3.49	2	0.2%
2.03	2	0.2%
3.89	2	0.2%
Other values (1143)	1156	95.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.66	1	0.1%
0.87	1	0.1%
0.92	1	0.1%
0.95	1	0.1%
0.97	2	0.2%
1	4	0.3%
1.02	1	0.1%
1.03	1	0.1%
1.06	1	0.1%
1.08	1	0.1%

Value	Count	Frequency (%)
114450.98	1	0.1%
110620.12	1	0.1%
109677.99	1	0.1%
101093.35	1	0.1%
99532.36	1	0.1%
98890.36	1	0.1%
96122.67	1	0.1%
87892.66	1	0.1%
86995.92	1	0.1%
84197.13	1	0.1%

X23
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1172
Unique (%)	96.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8189.066526402639
Minimum	0.89
Maximum	136823.46
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.89
5-th percentile	1.8655
Q1	19.18
median	294.515
Q3	5278.845
95-th percentile	52715.676
Maximum	136823.46
Range	136822.57
Interquartile range (IQR)	5259.665

Descriptive statistics

Standard deviation	18092.02661
Coefficient of variation (CV)	2.209290467
Kurtosis	10.11517946
Mean	8189.066526
Median Absolute Deviation (MAD)	292.54
Skewness	3.044420676
Sum	9925148.63
Variance	327321426.8

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.97	4	0.3%
1.93	3	0.2%
1.46	3	0.2%
3.7	3	0.2%
1.26	3	0.2%
2	2	0.2%
3.02	2	0.2%
1.8	2	0.2%
7.84	2	0.2%
1.17	2	0.2%
1.91	2	0.2%
2.13	2	0.2%
5.53	2	0.2%
1.51	2	0.2%
1.98	2	0.2%
2.21	2	0.2%
8.88	2	0.2%
246.53	2	0.2%
1.32	2	0.2%
2.3	2	0.2%
2.44	2	0.2%
4.13	2	0.2%
1.83	2	0.2%
2.17	2	0.2%
6.2	2	0.2%
Other values (1147)	1156	95.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.89	1	0.1%
0.91	1	0.1%
0.96	1	0.1%
0.97	4	0.3%
0.99	1	0.1%
1.02	1	0.1%
1.03	1	0.1%
1.04	1	0.1%
1.1	1	0.1%
1.11	1	0.1%

Value	Count	Frequency (%)
136823.46	1	0.1%
114039.33	1	0.1%
111633.47	1	0.1%
102636.79	1	0.1%
101430.89	1	0.1%
100252.03	1	0.1%
99611.42	1	0.1%
99078.75	1	0.1%
90355.46	1	0.1%
83533.85	1	0.1%

X81
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1178
Unique (%)	97.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8189.425470297029
Minimum	0.8
Maximum	113272.64
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.8
5-th percentile	1.85
Q1	18.4375
median	310.08
Q3	5321.775
95-th percentile	52381.2005
Maximum	113272.64
Range	113271.84
Interquartile range (IQR)	5303.3375

Descriptive statistics

Standard deviation	18044.41768
Coefficient of variation (CV)	2.203380169
Kurtosis	9.190726691
Mean	8189.42547
Median Absolute Deviation (MAD)	307.97
Skewness	2.976933251
Sum	9925583.67
Variance	325601009.4

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
3.58	3	0.2%
3.86	3	0.2%
1.27	3	0.2%
1.52	3	0.2%
1.17	3	0.2%
2.27	2	0.2%
4.72	2	0.2%
1.13	2	0.2%
2.15	2	0.2%
1.38	2	0.2%
1.43	2	0.2%
22.41	2	0.2%
1.98	2	0.2%
2.51	2	0.2%
4.35	2	0.2%
1.1	2	0.2%
2.33	2	0.2%
1.85	2	0.2%
5.22	2	0.2%
11.05	2	0.2%
1.67	2	0.2%
4.42	2	0.2%
1.25	2	0.2%
1.75	2	0.2%
12.56	2	0.2%
Other values (1153)	1157	95.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.8	1	0.1%
0.92	1	0.1%
0.93	1	0.1%
0.94	1	0.1%
0.96	2	0.2%
1	1	0.1%
1.01	1	0.1%
1.02	1	0.1%
1.04	1	0.1%
1.1	2	0.2%

Value	Count	Frequency (%)
113272.64	1	0.1%
105386.69	1	0.1%
100942.33	1	0.1%
99156.05	1	0.1%
98036.88	1	0.1%
96380.07	1	0.1%
95926.08	1	0.1%
95902.21	1	0.1%
94969.04	1	0.1%
94679.54	1	0.1%

X11
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1173
Unique (%)	96.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8194.712037953796
Minimum	0.8
Maximum	120882.32
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.8
5-th percentile	1.8455
Q1	19.53
median	297.465
Q3	5476.625
95-th percentile	52112.0865
Maximum	120882.32
Range	120881.52
Interquartile range (IQR)	5457.095

Descriptive statistics

Standard deviation	18117.19427
Coefficient of variation (CV)	2.210839647
Kurtosis	9.980153779
Mean	8194.712038
Median Absolute Deviation (MAD)	295.5
Skewness	3.048245949
Sum	9931990.99
Variance	328232728.3

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2.29	3	0.2%
1.73	3	0.2%
1.33	3	0.2%
9.38	2	0.2%
31.27	2	0.2%
3.43	2	0.2%
3.07	2	0.2%
2.21	2	0.2%
2.28	2	0.2%
2.07	2	0.2%
2.26	2	0.2%
5.54	2	0.2%
1.98	2	0.2%
16.06	2	0.2%
61.85	2	0.2%
1.07	2	0.2%
7.54	2	0.2%
4.67	2	0.2%
1.05	2	0.2%
1.86	2	0.2%
12.95	2	0.2%
1.52	2	0.2%
1.58	2	0.2%
11.01	2	0.2%
5.27	2	0.2%
Other values (1148)	1159	95.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.8	1	0.1%
0.91	1	0.1%
0.92	1	0.1%
0.96	2	0.2%
0.97	1	0.1%
0.98	1	0.1%
1.04	1	0.1%
1.05	2	0.2%
1.06	1	0.1%
1.07	2	0.2%

Value	Count	Frequency (%)
120882.32	1	0.1%
115155.06	1	0.1%
111119.75	1	0.1%
110947.2	1	0.1%
108600.92	1	0.1%
105179.27	1	0.1%
100704.71	1	0.1%
92565.49	1	0.1%
91167.77	1	0.1%
89774.99	1	0.1%

X1
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1170
Unique (%)	96.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8169.091881188118
Minimum	0.92
Maximum	117807.87
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.92
5-th percentile	1.881
Q1	19.6025
median	301.425
Q3	5358.795
95-th percentile	53566.5665
Maximum	117807.87
Range	117806.95
Interquartile range (IQR)	5339.1925

Descriptive statistics

Standard deviation	17974.95046
Coefficient of variation (CV)	2.200360912
Kurtosis	9.255560944
Mean	8169.091881
Median Absolute Deviation (MAD)	299.405
Skewness	2.976090722
Sum	9900939.36
Variance	323098844.1

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.25	3	0.2%
1.27	3	0.2%
2.17	3	0.2%
3.78	3	0.2%
4.13	3	0.2%
5.34	2	0.2%
2.58	2	0.2%
10.43	2	0.2%
1.05	2	0.2%
3.1	2	0.2%
1.86	2	0.2%
7.45	2	0.2%
23.09	2	0.2%
1.96	2	0.2%
0.94	2	0.2%
9.83	2	0.2%
1.42	2	0.2%
1.46	2	0.2%
1.87	2	0.2%
1.15	2	0.2%
7.92	2	0.2%
1.83	2	0.2%
5.7	2	0.2%
2.23	2	0.2%
11.11	2	0.2%
Other values (1145)	1157	95.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.92	1	0.1%
0.93	1	0.1%
0.94	2	0.2%
0.95	1	0.1%
0.98	1	0.1%
1	2	0.2%
1.03	1	0.1%
1.04	1	0.1%
1.05	2	0.2%
1.08	1	0.1%

Value	Count	Frequency (%)
117807.87	1	0.1%
109366.06	1	0.1%
105749.69	1	0.1%
103032.84	1	0.1%
102748.8	1	0.1%
102154.35	1	0.1%
94471.26	1	0.1%
93351.7	1	0.1%
93215.39	1	0.1%
90526.5	1	0.1%

X19
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1164
Unique (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8114.120420792078
Minimum	0.92
Maximum	114216.32
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.92
5-th percentile	1.812
Q1	18.7225
median	292.35
Q3	5215.1925
95-th percentile	53388.67
Maximum	114216.32
Range	114215.4
Interquartile range (IQR)	5196.47

Descriptive statistics

Standard deviation	17853.24499
Coefficient of variation (CV)	2.200268676
Kurtosis	9.531589629
Mean	8114.120421
Median Absolute Deviation (MAD)	290.44
Skewness	2.998353822
Sum	9834313.95
Variance	318738356.8

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2.08	4	0.3%
1.42	3	0.2%
2.98	3	0.2%
3.14	3	0.2%
1.19	3	0.2%
0.95	3	0.2%
1.69	3	0.2%
1.76	2	0.2%
1.09	2	0.2%
9.91	2	0.2%
3.69	2	0.2%
14.42	2	0.2%
1.59	2	0.2%
2.27	2	0.2%
2.4	2	0.2%
5.37	2	0.2%
6.9	2	0.2%
2.09	2	0.2%
1.6	2	0.2%
5.69	2	0.2%
1.43	2	0.2%
2.04	2	0.2%
1.89	2	0.2%
7.6	2	0.2%
1.04	2	0.2%
Other values (1139)	1154	95.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.92	2	0.2%
0.95	3	0.2%
0.97	1	0.1%
1.02	1	0.1%
1.04	2	0.2%
1.06	1	0.1%
1.07	1	0.1%
1.08	1	0.1%
1.09	2	0.2%
1.11	2	0.2%

Value	Count	Frequency (%)
114216.32	1	0.1%
113687.66	1	0.1%
110852.31	1	0.1%
108154.71	1	0.1%
107024.48	1	0.1%
98515.31	1	0.1%
96790.53	1	0.1%
95402.47	1	0.1%
85594.86	1	0.1%
83411.84	1	0.1%

X31
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1174
Unique (%)	96.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8132.08099009901
Minimum	0.71
Maximum	110662.75
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.71
5-th percentile	1.831
Q1	18.58
median	292
Q3	5430.5275
95-th percentile	51820.188
Maximum	110662.75
Range	110662.04
Interquartile range (IQR)	5411.9475

Descriptive statistics

Standard deviation	17801.63567
Coefficient of variation (CV)	2.189062762
Kurtosis	9.012473117
Mean	8132.08099
Median Absolute Deviation (MAD)	289.96
Skewness	2.944507684
Sum	9856082.16
Variance	316898232.7

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2.04	6	0.5%
2.05	3	0.2%
1.82	3	0.2%
5.2	3	0.2%
1.81	3	0.2%
1.25	2	0.2%
1.09	2	0.2%
21.54	2	0.2%
10.76	2	0.2%
1.36	2	0.2%
7.36	2	0.2%
9.05	2	0.2%
2.73	2	0.2%
4.31	2	0.2%
1.17	2	0.2%
126.27	2	0.2%
5.6	2	0.2%
2.26	2	0.2%
2.71	2	0.2%
1.08	2	0.2%
3.27	2	0.2%
1.72	2	0.2%
1.24	2	0.2%
4.8	2	0.2%
1.28	2	0.2%
Other values (1149)	1154	95.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.71	1	0.1%
0.86	1	0.1%
0.87	1	0.1%
0.9	1	0.1%
0.91	1	0.1%
0.94	1	0.1%
0.98	1	0.1%
1.03	1	0.1%
1.04	1	0.1%
1.05	1	0.1%

Value	Count	Frequency (%)
110662.75	1	0.1%
110046.16	1	0.1%
106278.01	1	0.1%
99824.35	1	0.1%
98485.08	1	0.1%
96324.7	1	0.1%
95835.96	1	0.1%
94002.12	1	0.1%
92520.55	1	0.1%
91378.88	1	0.1%

X74
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1176
Unique (%)	97.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8269.849257425743
Minimum	0.68
Maximum	129800.41
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.68
5-th percentile	1.841
Q1	19.22
median	301.71
Q3	5420.755
95-th percentile	52058.0895
Maximum	129800.41
Range	129799.73
Interquartile range (IQR)	5401.535

Descriptive statistics

Standard deviation	18416.02837
Coefficient of variation (CV)	2.226888036
Kurtosis	10.83422395
Mean	8269.849257
Median Absolute Deviation (MAD)	299.715
Skewness	3.132105504
Sum	10023057.3
Variance	339150100.9

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.31	3	0.2%
9.19	3	0.2%
2.39	3	0.2%
1.47	3	0.2%
4.26	2	0.2%
1.13	2	0.2%
3.63	2	0.2%
1.49	2	0.2%
4.66	2	0.2%
2.03	2	0.2%
2.26	2	0.2%
2.65	2	0.2%
1.98	2	0.2%
11.56	2	0.2%
4.99	2	0.2%
2.81	2	0.2%
1.3	2	0.2%
18.49	2	0.2%
1.01	2	0.2%
2.12	2	0.2%
2.25	2	0.2%
1.5	2	0.2%
3.13	2	0.2%
3.27	2	0.2%
1.68	2	0.2%
Other values (1151)	1158	95.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.68	1	0.1%
0.89	1	0.1%
0.92	1	0.1%
0.93	2	0.2%
0.96	1	0.1%
0.98	1	0.1%
0.99	1	0.1%
1.01	2	0.2%
1.02	1	0.1%
1.03	1	0.1%

Value	Count	Frequency (%)
129800.41	1	0.1%
121442.63	1	0.1%
116491.79	1	0.1%
113674.45	1	0.1%
110098.32	1	0.1%
108625.69	1	0.1%
105446.39	1	0.1%
101117.16	1	0.1%
99367.97	1	0.1%
93169.88	1	0.1%

X34
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1167
Unique (%)	96.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8152.29894389439
Minimum	0.79
Maximum	117562.76
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.79
5-th percentile	1.891
Q1	18.78
median	293.98
Q3	5351.5025
95-th percentile	52727.371
Maximum	117562.76
Range	117561.97
Interquartile range (IQR)	5332.7225

Descriptive statistics

Standard deviation	17840.07304
Coefficient of variation (CV)	2.18834873
Kurtosis	9.227899798
Mean	8152.298944
Median Absolute Deviation (MAD)	291.97
Skewness	2.961601698
Sum	9880586.32
Variance	318268205.9

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2.05	4	0.3%
1.12	3	0.2%
1.72	3	0.2%
0.92	3	0.2%
1.48	3	0.2%
5.53	2	0.2%
23.75	2	0.2%
124.06	2	0.2%
2.68	2	0.2%
1.53	2	0.2%
2.06	2	0.2%
2.71	2	0.2%
4.45	2	0.2%
7.95	2	0.2%
1.21	2	0.2%
10.91	2	0.2%
2.85	2	0.2%
2.86	2	0.2%
1.15	2	0.2%
31.09	2	0.2%
216.47	2	0.2%
3.6	2	0.2%
5.23	2	0.2%
60.6	2	0.2%
5	2	0.2%
Other values (1142)	1156	95.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.79	2	0.2%
0.87	1	0.1%
0.92	3	0.2%
0.97	1	0.1%
0.99	1	0.1%
1.02	2	0.2%
1.03	1	0.1%
1.04	1	0.1%
1.05	1	0.1%
1.06	1	0.1%

Value	Count	Frequency (%)
117562.76	1	0.1%
116097.78	1	0.1%
105608.89	1	0.1%
100059.62	1	0.1%
97245.51	1	0.1%
96526.47	1	0.1%
96391.23	1	0.1%
90093.77	1	0.1%
88073.59	1	0.1%
87595.25	1	0.1%

X91
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1174
Unique (%)	96.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8115.970321782179
Minimum	0.91
Maximum	110158.85
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.91
5-th percentile	1.8565
Q1	19.3575
median	295.945
Q3	5345.99
95-th percentile	52125.142
Maximum	110158.85
Range	110157.94
Interquartile range (IQR)	5326.6325

Descriptive statistics

Standard deviation	17689.41909
Coefficient of variation (CV)	2.179581539
Kurtosis	8.864728952
Mean	8115.970322
Median Absolute Deviation (MAD)	293.975
Skewness	2.923549539
Sum	9836556.03
Variance	312915547.7

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.24	3	0.2%
2.68	3	0.2%
1.1	3	0.2%
0.96	3	0.2%
1.93	3	0.2%
1.71	3	0.2%
2.16	2	0.2%
5.11	2	0.2%
1.92	2	0.2%
26.48	2	0.2%
1.97	2	0.2%
2.05	2	0.2%
2.86	2	0.2%
22.36	2	0.2%
3.86	2	0.2%
1.38	2	0.2%
1.59	2	0.2%
3.39	2	0.2%
1.44	2	0.2%
4.82	2	0.2%
2.11	2	0.2%
1.08	2	0.2%
2.76	2	0.2%
6.54	2	0.2%
2.62	2	0.2%
Other values (1149)	1156	95.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.91	1	0.1%
0.93	1	0.1%
0.95	1	0.1%
0.96	3	0.2%
0.97	1	0.1%
1.03	1	0.1%
1.08	2	0.2%
1.1	3	0.2%
1.11	1	0.1%
1.12	1	0.1%

Value	Count	Frequency (%)
110158.85	1	0.1%
104682.06	1	0.1%
102921.22	1	0.1%
101072.9	1	0.1%
101058.01	1	0.1%
99175.92	1	0.1%
98221.62	1	0.1%
96492.55	1	0.1%
91662.24	1	0.1%
86662.42	1	0.1%

X5
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1174
Unique (%)	96.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8128.297211221121
Minimum	0.88
Maximum	113000.47
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.88
5-th percentile	1.8855
Q1	19.21
median	295.115
Q3	5321.9875
95-th percentile	52753.018
Maximum	113000.47
Range	112999.59
Interquartile range (IQR)	5302.7775

Descriptive statistics

Standard deviation	17846.75796
Coefficient of variation (CV)	2.195633046
Kurtosis	9.226939876
Mean	8128.297211
Median Absolute Deviation (MAD)	293.09
Skewness	2.970150623
Sum	9851496.22
Variance	318506769.8

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.13	3	0.2%
1.39	3	0.2%
3.9	3	0.2%
0.95	3	0.2%
5.05	2	0.2%
3.69	2	0.2%
1.54	2	0.2%
1.86	2	0.2%
1.61	2	0.2%
1.03	2	0.2%
3.2	2	0.2%
1.98	2	0.2%
141.78	2	0.2%
68.17	2	0.2%
1.59	2	0.2%
1.17	2	0.2%
44.3	2	0.2%
2.84	2	0.2%
9.58	2	0.2%
2.35	2	0.2%
2.15	2	0.2%
2.43	2	0.2%
2.07	2	0.2%
4.8	2	0.2%
1.34	2	0.2%
Other values (1149)	1158	95.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.88	1	0.1%
0.92	1	0.1%
0.95	3	0.2%
0.96	1	0.1%
0.97	2	0.2%
0.99	1	0.1%
1.03	2	0.2%
1.04	1	0.1%
1.05	1	0.1%
1.09	1	0.1%

Value	Count	Frequency (%)
113000.47	1	0.1%
108930.41	1	0.1%
106147.52	1	0.1%
103089.26	1	0.1%
102470.56	1	0.1%
102205.12	1	0.1%
100339.57	1	0.1%
97517.8	1	0.1%
92759.27	1	0.1%
83642.86	1	0.1%

X77
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1170
Unique (%)	96.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8255.866336633664
Minimum	0.64
Maximum	112284.99
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.64
5-th percentile	1.781
Q1	18.99
median	305.305
Q3	5198.3375
95-th percentile	50920.2405
Maximum	112284.99
Range	112284.35
Interquartile range (IQR)	5179.3475

Descriptive statistics

Standard deviation	18299.87238
Coefficient of variation (CV)	2.216590196
Kurtosis	9.575378032
Mean	8255.866337
Median Absolute Deviation (MAD)	303.27
Skewness	3.024104504
Sum	10006110
Variance	334885329.2

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.37	3	0.2%
1.48	3	0.2%
1.05	3	0.2%
1.03	3	0.2%
1.99	2	0.2%
2.3	2	0.2%
1.27	2	0.2%
4.06	2	0.2%
0.97	2	0.2%
1.21	2	0.2%
1.19	2	0.2%
2.58	2	0.2%
2.73	2	0.2%
31.89	2	0.2%
7.97	2	0.2%
2.53	2	0.2%
3.13	2	0.2%
2.03	2	0.2%
3.96	2	0.2%
8.74	2	0.2%
1.9	2	0.2%
2.09	2	0.2%
1.93	2	0.2%
2.16	2	0.2%
2.83	2	0.2%
Other values (1145)	1158	95.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.64	1	0.1%
0.92	1	0.1%
0.93	2	0.2%
0.97	2	0.2%
0.99	1	0.1%
1.03	3	0.2%
1.04	1	0.1%
1.05	3	0.2%
1.06	1	0.1%
1.07	1	0.1%

Value	Count	Frequency (%)
112284.99	1	0.1%
109124.59	1	0.1%
103990.75	1	0.1%
103852.61	1	0.1%
103710.63	1	0.1%
103503.27	1	0.1%
102647.2	1	0.1%
97519.5	1	0.1%
96861.93	1	0.1%
94953.83	1	0.1%

X78
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1152
Unique (%)	95.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8235.94214521452
Minimum	0.54
Maximum	122485.87
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.54
5-th percentile	1.761
Q1	18.9475
median	300.82
Q3	5306.425
95-th percentile	52768.7335
Maximum	122485.87
Range	122485.33
Interquartile range (IQR)	5287.4775

Descriptive statistics

Standard deviation	18301.06364
Coefficient of variation (CV)	2.222097159
Kurtosis	9.91715723
Mean	8235.942145
Median Absolute Deviation (MAD)	298.81
Skewness	3.053218663
Sum	9981961.88
Variance	334928930.4

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2.15	4	0.3%
1	4	0.3%
0.97	4	0.3%
1.64	3	0.2%
2.11	3	0.2%
1.3	3	0.2%
1.19	3	0.2%
1.75	3	0.2%
1.37	3	0.2%
1.63	3	0.2%
1.85	3	0.2%
3.64	2	0.2%
10.97	2	0.2%
5.14	2	0.2%
8.33	2	0.2%
3.92	2	0.2%
1.45	2	0.2%
1.99	2	0.2%
2.68	2	0.2%
14.15	2	0.2%
5.92	2	0.2%
4.22	2	0.2%
1.29	2	0.2%
1.73	2	0.2%
4.96	2	0.2%
Other values (1127)	1148	94.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.54	1	0.1%
0.97	4	0.3%
0.99	1	0.1%
1	4	0.3%
1.02	2	0.2%
1.03	1	0.1%
1.04	1	0.1%
1.05	1	0.1%
1.12	1	0.1%
1.13	2	0.2%

Value	Count	Frequency (%)
122485.87	1	0.1%
113539.46	1	0.1%
110222.9	1	0.1%
106563.41	1	0.1%
104879.88	1	0.1%
101163.94	1	0.1%
99440.63	1	0.1%
99414.04	1	0.1%
95925.21	1	0.1%
95033.58	1	0.1%

X13
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	1168
Unique (%)	96.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8122.662136963696
Minimum	0.84
Maximum	137461.68
Zeros	0
Zeros (%)	0.0%
Memory size	9.6 KiB

Quantile statistics

Minimum	0.84
5-th percentile	1.85
Q1	19.25
median	298.15
Q3	5254.4625
95-th percentile	52384.3475
Maximum	137461.68
Range	137460.84
Interquartile range (IQR)	5235.2125

Descriptive statistics

Standard deviation	17978.71206
Coefficient of variation (CV)	2.213401438
Kurtosis	10.80284182
Mean	8122.662137
Median Absolute Deviation (MAD)	296.19
Skewness	3.108209421
Sum	9844666.51
Variance	323234087.2

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.85	3	0.2%
1.99	3	0.2%
2.87	3	0.2%
5.11	3	0.2%
1.74	2	0.2%
4.14	2	0.2%
4.17	2	0.2%
1.31	2	0.2%
36.14	2	0.2%
2.35	2	0.2%
1.36	2	0.2%
11.21	2	0.2%
4.67	2	0.2%
13.19	2	0.2%
3.6	2	0.2%
1.46	2	0.2%
1.43	2	0.2%
0.91	2	0.2%
23.01	2	0.2%
3.58	2	0.2%
1.97	2	0.2%
9.74	2	0.2%
1.4	2	0.2%
3.22	2	0.2%
1.62	2	0.2%
Other values (1143)	1158	95.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.84	1	0.1%
0.91	2	0.2%
0.92	1	0.1%
0.94	1	0.1%
0.95	1	0.1%
1	1	0.1%
1.02	2	0.2%
1.04	1	0.1%
1.05	1	0.1%
1.06	1	0.1%

Value	Count	Frequency (%)
137461.68	1	0.1%
116368.39	1	0.1%
113454.76	1	0.1%
112838.09	1	0.1%
112356.17	1	0.1%
104239.27	1	0.1%
95083.31	1	0.1%
89504.12	1	0.1%
89282.68	1	0.1%
82334.25	1	0.1%

target
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.6 KiB

1	606
0	606

Frequency Table

Value	Count	Frequency (%)
1	606	50.0%
0	606	50.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	X84	X54	X71	X46	X45	X40	X23	X81	X11	X1	X19	X31	X74	X34	X91	X5	X77	X78	X13	target
0	38.19	33.91	38.25	33.40	34.30	34.26	36.43	38.79	37.65	39.02	36.70	36.68	37.81	37.25	37.57	39.38	38.96	38.97	38.55	0
1	1.72	1.76	1.65	1.83	1.73	1.71	2.00	1.70	1.86	1.83	2.00	1.81	1.83	1.85	1.71	1.68	1.77	1.69	1.81	1
2	78105.50	67212.35	73687.75	71603.35	71560.35	75314.11	71612.47	80400.37	73417.66	68177.69	66161.93	75446.14	76410.68	66432.13	69384.71	67549.66	80125.79	83178.08	74608.57	1
3	40700.71	40986.25	45375.30	46671.39	44434.49	46254.42	34731.21	47769.58	39113.55	44889.06	28895.52	40540.92	43590.66	38493.69	47653.60	45876.06	40139.58	43882.35	33587.90	0
4	5.12	5.71	5.12	5.34	5.22	5.32	5.68	4.44	5.54	5.70	5.49	5.37	4.90	5.90	5.52	5.27	3.96	3.61	5.71	0
5	3.28	3.30	3.25	3.44	3.34	3.50	3.40	3.35	3.43	3.37	3.42	3.43	3.39	3.51	3.45	3.37	3.47	3.29	3.45	0
6	23.57	23.86	24.51	21.56	23.33	21.80	22.33	23.46	24.93	23.02	23.84	12.03	25.20	19.81	25.24	22.09	23.40	24.60	24.54	0
7	1102.21	1559.10	1467.42	1483.83	1381.45	1520.51	1580.85	1215.84	1494.37	1488.34	1559.50	1567.82	1495.75	1442.13	1343.49	1386.43	1381.30	1406.26	1555.28	0
8	26.27	25.51	26.06	27.75	28.60	26.88	26.25	26.18	24.94	25.97	25.17	25.30	25.45	25.54	24.76	25.96	24.90	25.25	25.16	1
9	7198.74	8039.29	7628.18	7435.69	8423.27	7820.79	8254.24	7055.26	8179.25	7354.68	7205.37	8084.03	8224.68	10936.69	6572.14	6974.47	7087.18	7037.40	6834.10	1

Last rows

	X84	X54	X71	X46	X45	X40	X23	X81	X11	X1	X19	X31	X74	X34	X91	X5	X77	X78	X13	target
1202	1.86	1.50	1.88	1.88	1.83	1.97	1.97	1.85	1.85	1.86	1.89	1.89	1.93	1.91	1.92	1.97	2.03	1.90	1.98	0
1203	3367.73	3439.90	3248.63	3194.86	3155.52	3047.84	3141.34	3105.59	3248.18	3345.08	3146.66	3182.62	3267.83	3373.96	3236.98	3104.94	3251.42	3028.46	3062.40	1
1204	11.20	12.00	11.55	11.07	11.59	12.00	12.10	9.68	11.39	11.41	11.92	11.82	11.58	11.15	11.75	12.03	10.94	10.60	11.00	0
1205	18.81	16.15	19.14	18.56	18.31	18.75	18.88	19.44	19.08	19.68	18.74	18.40	19.58	19.70	19.74	18.91	18.69	18.61	19.77	0
1206	2037.30	2162.32	1741.92	2146.68	2048.04	2048.26	1930.02	1883.41	1842.97	2108.25	1830.95	2037.74	1136.17	2026.58	2057.04	2014.98	1294.05	1564.64	2029.05	0
1207	12.77	12.31	12.68	12.23	12.82	12.96	14.68	12.56	14.43	13.00	15.32	13.42	13.47	13.37	12.89	13.19	13.45	12.39	14.46	1
1208	44.48	48.49	48.46	47.89	48.06	49.10	47.95	45.40	48.02	48.66	49.70	49.96	48.62	50.39	47.45	50.09	48.01	45.30	47.92	0
1209	9291.28	10117.23	13103.07	9869.61	10532.55	9092.77	10484.27	10037.56	9813.20	10160.65	9384.58	8935.39	11262.25	9283.80	10413.41	9814.74	11471.29	9839.81	10186.12	1
1210	33.44	33.99	35.67	35.66	35.78	31.30	40.22	34.45	32.55	34.81	37.73	32.24	32.62	33.01	33.18	34.16	35.06	35.44	35.60	1
1211	7956.69	7622.27	8980.27	5275.47	5632.04	7660.38	8795.56	8790.86	9114.92	8489.43	8725.20	8154.94	8029.88	7630.83	7747.70	8226.85	7930.11	8144.44	8212.95	0

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows